{
"test_name": "DFBETAS (Python - statsmodels)",
"dataset": "ToothGrowth",
"formula": "len ~ supp + dose",
"dfbetas": [
[
-0.34717241937119186,
0.203547873399333,
0.217601829733347
],
[
0.056895528992644315,
-0.03335796073132493,
-0.035661160050884294
],
[
-0.17240986354695723,
0.10108424264120486,
0.1080636009042535
],
[
-0.25596611715399226,
0.15007343873498574,
0.1604352544575144
],
[
-0.22235626698099195,
0.13036791736789263,
0.13936916600511023
],
[
-0.024705590584290133,
0.014484936429036263,
0.015485048396180107
],
[
0.04056178171070861,
-0.023781452522805193,
-0.0254234421429114
],
[
0.04056178171070861,
-0.023781452522805193,
-0.0254234421429114
],
[
-0.2898746027019059,
0.1699540506106948,
0.1816885225370394
],
[
-0.18900299904943882,
0.11081283067441973,
0.1184638989835015
],
[
0.03885229218747572,
-0.03644668071628612,
-0.00974078515182002
],
[
0.03885229218747572,
-0.03644668071628612,
-0.00974078515182002
],
[
-0.00453903106493052,
0.004257988568250978,
0.001137995312800164
],
[
0.06563988970934016,
-0.06157567463315555,
-0.016456791274054024
],
[
0.2454345372710965,
-0.23023800432426852,
-0.06153369497114396
],
[
0.06563988970934016,
-0.06157567463315555,
-0.016456791274054024
],
[
-0.057999421530470725,
0.0544082801614297,
0.014541224526261885
],
[
-0.027899044151806954,
0.026171623274724658,
0.006994660539265084
],
[
0.11625626980323091,
-0.10905804801267681,
-0.0291469893524136
],
[
0.005468304664407572,
-0.005129724475495319,
-0.0013709765339900836
],
[
0.010322061379016876,
0.04841475936600189,
-0.06469694357525423
],
[
0.04644001179976163,
0.21782296323198552,
-0.2910781783521325
],
[
-0.06310629012302478,
-0.29599473773702595,
0.39553960603568955
],
[
-0.002752657453005051,
-0.012911107898967896,
0.01725319365770911
],
[
-0.00894776368074128,
-0.04196873178332138,
0.05608307688949178
],
[
-0.05239657207941708,
-0.24576170744202383,
0.3284128957273542
],
[
-0.01101707867061908,
-0.05167467942389033,
0.06905319499126694
],
[
0.02491636153313543,
0.11686809481247912,
-0.15617156079761718
],
[
0.012393384073012602,
0.05813012397360784,
-0.07767964562855456
],
[
-0.030562576478569296,
-0.14335119037588703,
0.1915610858474127
],
[
0.028447764496328676,
0.033357960731302365,
-0.03566116005088429
],
[
0.2055255296022832,
0.24100004577312334,
-0.25763988613713373
],
[
0.09426409194482804,
0.11053444561083903,
-0.11816629283224664
],
[
-0.12236588146142785,
-0.14348671471787097,
0.15339375029369873
],
[
0.00940013352986458,
0.011022633613201388,
-0.011783690994467457
],
[
-0.11396948749046296,
-0.1336410700660971,
0.14286831342545234
],
[
-0.16493527918469478,
-0.19340375820972314,
0.2067573144386128
],
[
-0.13079781622140352,
-0.15337403463886884,
0.16396373989878335
],
[
0.06395899018206853,
0.0749985638830629,
-0.08017683730017049
],
[
-0.12236588146142785,
-0.14348671471787058,
0.15339375029369873
],
[
0.004430374804803234,
0.020780299806347973,
-0.00555376873356453
],
[
0.028712319923042566,
0.13467271786810672,
-0.035992797829160574
],
[
0.030774531658009176,
0.1443453482898877,
-0.03857791704824457
],
[
0.05053580270223756,
0.23703392542988014,
-0.0633499812857742
],
[
0.006433857721097442,
0.030177467651472126,
-0.008065267482312845
],
[
0.041937410259458706,
0.19670389000711594,
-0.052571325932313846
],
[
0.04620880066975154,
0.21673848690391279,
-0.05792579718016668
],
[
0.01447096340375832,
0.0678748348087919,
-0.01814031264560513
],
[
-0.03058268041012171,
-0.14344548617330008,
0.038337418781400644
],
[
0.05714450941164425,
0.2680315075317332,
-0.0716344335745969
],
[
0.11407411372866302,
-0.10701100416417854,
-0.1429994693560553
],
[
0.08273589568438589,
-0.07761314980424633,
-0.10371493402707399
],
[
0.22484392565567074,
-0.2109222984792021,
-0.28185677719285857
],
[
0.1492456977407295,
-0.14000487455380933,
-0.18708938323520521
],
[
0.1386487558064253,
-0.13006406186288955,
-0.17380541350823553
],
[
-0.07236584234836432,
0.06788517748471783,
0.0907153842100693
],
[
0.08273589568438589,
-0.07761314980424633,
-0.10371493402707399
],
[
0.05161030689506787,
-0.04841475936600672,
-0.06469694357523612
],
[
-0.020640948571390826,
0.019362926095375023,
0.02587479837655636
],
[
0.2029553095022624,
-0.1903889564458677,
-0.2544179447306516
]
],
"n": 60,
"p": 3,
"threshold": 0.2581988897471611,
"influential_observations": [
1,
9,
22,
23,
26,
50,
53
],
"description": "Measures influence of each observation on each regression coefficient."
}